Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: C9orf69

Gene summary for C9ORF69

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C9orf69

Gene ID

90120

Gene nametransmembrane protein 250
Gene AliasC9orf69
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

H0YL14


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
90120C9orf69P1T-EHumanEsophagusESCC1.04e-032.29e-010.0875
90120C9orf69P2T-EHumanEsophagusESCC2.40e-252.56e-010.1177
90120C9orf69P4T-EHumanEsophagusESCC1.81e-051.33e-010.1323
90120C9orf69P8T-EHumanEsophagusESCC1.25e-162.53e-010.0889
90120C9orf69P9T-EHumanEsophagusESCC2.43e-069.81e-020.1131
90120C9orf69P10T-EHumanEsophagusESCC2.54e-061.06e-010.116
90120C9orf69P11T-EHumanEsophagusESCC2.45e-102.50e-010.1426
90120C9orf69P15T-EHumanEsophagusESCC1.49e-091.33e-010.1149
90120C9orf69P21T-EHumanEsophagusESCC5.59e-112.73e-010.1617
90120C9orf69P22T-EHumanEsophagusESCC1.54e-049.31e-020.1236
90120C9orf69P23T-EHumanEsophagusESCC8.68e-112.05e-010.108
90120C9orf69P24T-EHumanEsophagusESCC9.50e-061.61e-010.1287
90120C9orf69P26T-EHumanEsophagusESCC1.05e-045.80e-020.1276
90120C9orf69P27T-EHumanEsophagusESCC4.24e-047.85e-020.1055
90120C9orf69P28T-EHumanEsophagusESCC1.18e-112.08e-010.1149
90120C9orf69P30T-EHumanEsophagusESCC4.48e-153.96e-010.137
90120C9orf69P31T-EHumanEsophagusESCC1.13e-082.10e-010.1251
90120C9orf69P32T-EHumanEsophagusESCC5.10e-081.80e-010.1666
90120C9orf69P36T-EHumanEsophagusESCC1.10e-062.06e-010.1187
90120C9orf69P37T-EHumanEsophagusESCC1.34e-184.44e-010.1371
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
C9orf69SNVMissense_Mutationrs776310987c.104N>Ap.Arg35Hisp.R35HH0YL14protein_codingdeleterious(0.01)possibly_damaging(0.75)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C9orf69SNVMissense_Mutationnovelc.275G>Ap.Arg92Hisp.R92HH0YL14protein_codingtolerated(0.22)benign(0.327)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
C9orf69SNVMissense_Mutationrs758876273c.154G>Ap.Gly52Serp.G52SH0YL14protein_codingtolerated(0.14)probably_damaging(0.997)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C9orf69SNVMissense_Mutationnovelc.307N>Tp.Arg103Cysp.R103CH0YL14protein_codingtolerated(0.07)possibly_damaging(0.732)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C9orf69SNVMissense_Mutationrs574533266c.163C>Tp.Arg55Cysp.R55CH0YL14protein_codingdeleterious(0.03)benign(0.003)TCGA-33-AASJ-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownPD
C9orf69SNVMissense_Mutationnovelc.139N>Tp.Thr47Serp.T47SH0YL14protein_codingtolerated(0.87)benign(0.021)TCGA-68-7757-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
C9orf69SNVMissense_Mutationc.187N>Gp.Ser63Glyp.S63GH0YL14protein_codingtolerated(0.24)probably_damaging(0.962)TCGA-BR-4368-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C9orf69SNVMissense_Mutationc.295N>Ap.Leu99Metp.L99MH0YL14protein_codingtolerated(0.07)probably_damaging(0.994)TCGA-HU-A4GT-01Stomachstomach adenocarcinomaFemale>=65I/IIChemotherapycopolangSD
C9orf69SNVMissense_Mutationnovelc.166N>Cp.Phe56Leup.F56LH0YL14protein_codingtolerated(0.31)probably_damaging(0.962)TCGA-VQ-A91E-01Stomachstomach adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilCR
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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